115 search results - page 3 / 23 » Decision Tree for Dynamic and Uncertain Data Streams |
102
Voted
HIPC
2005
Springer
15 years 3 months ago
2005
Springer
Several challenging new applications demand the ability to do data mining on resource constrained devices. One such application is that of monitoring physiological data streams ob...
79
Voted
PAKDD
2010
ACM
15 years 3 months ago
2010
ACM
Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
JCST
2007
14 years 10 months ago
2007
92
Voted
CATA
2004
14 years 11 months ago
2004
1 Decision Tree Induction is a powerful classification tool that is much used in practice and works well for static data with dozens of attributes. We adapt the decision tree conce...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...